Pandas Profiling Report

Dataset statistics

Number of variables	56
Number of observations	18888
Missing cells	10759
Missing cells (%)	1.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.7 MiB
Average record size in memory	315.0 B

Variable types

NUM	27
BOOL	19
CAT	9
DATE	1

Warnings

`fire_size_class` has constant value "18888"	Constant
`fire_mag` has constant value "18888"	Constant
`fire_name` has a high cardinality: 7576 distinct values	High cardinality
`state` has a high cardinality: 51 distinct values	High cardinality
`disc_date_pre` has a high cardinality: 6624 distinct values	High cardinality
`wstation_usaf` has a high cardinality: 1545 distinct values	High cardinality
`weather_file` has a high cardinality: 7513 distinct values	High cardinality
`Temp_pre_15` is highly correlated with `Temp_pre_30` and 2 other fields	High correlation
`Temp_pre_30` is highly correlated with `Temp_pre_15` and 2 other fields	High correlation
`Temp_pre_7` is highly correlated with `Temp_pre_30` and 2 other fields	High correlation
`Temp_cont` is highly correlated with `Temp_pre_30` and 2 other fields	High correlation
`Wind_pre_15` is highly correlated with `Wind_pre_30`	High correlation
`Wind_pre_30` is highly correlated with `Wind_pre_15`	High correlation
`Hum_pre_15` is highly correlated with `Hum_pre_30` and 1 other fields	High correlation
`Hum_pre_30` is highly correlated with `Hum_pre_15`	High correlation
`Hum_pre_7` is highly correlated with `Hum_pre_15`	High correlation
`remoteness` is highly correlated with `longitude`	High correlation
`longitude` is highly correlated with `remoteness`	High correlation
`disc_pre_month` is highly correlated with `discovery_month`	High correlation
`discovery_month` is highly correlated with `disc_pre_month`	High correlation
`fire_name` has 10759 (57.0%) missing values	Missing
`Prec_pre_30` is highly skewed (γ1 = 45.06388425)	Skewed
`fire_name` is uniformly distributed	Uniform
`df_index` has unique values	Unique
`Prec_pre_30` has 8533 (45.2%) zeros	Zeros
`Prec_pre_15` has 9945 (52.7%) zeros	Zeros
`Prec_pre_7` has 12147 (64.3%) zeros	Zeros
`Prec_cont` has 13469 (71.3%) zeros	Zeros

Reproduction

Analysis started	2022-11-30 02:01:46.090506
Analysis finished	2022-11-30 02:04:41.769395
Duration	2 minutes and 55.68 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

df_index
Real number (ℝ_≥0)

UNIQUE

Distinct	18888
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	24999.60663
Minimum	1
Maximum	49999
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	1
5-th percentile	2490.7
Q1	12463
median	25032.5
Q3	37491.5
95-th percentile	47511.25
Maximum	49999
Range	49998
Interquartile range (IQR)	25028.5

Descriptive statistics

Standard deviation	14453.16028
Coefficient of variation (CV)	0.5781355081
Kurtosis	-1.200386733
Mean	24999.60663
Median Absolute Deviation (MAD)	12512.5
Skewness	-0.0001189252682
Sum	472192570
Variance	208893842.1
Monotocity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
33264	1	< 0.1%
33312	1	< 0.1%
33311	1	< 0.1%
33303	1	< 0.1%
33301	1	< 0.1%
33300	1	< 0.1%
33298	1	< 0.1%
33295	1	< 0.1%
33289	1	< 0.1%
Other values (18878)	18878	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
3	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
49999	1	< 0.1%
49995	1	< 0.1%
49994	1	< 0.1%
49991	1	< 0.1%
49990	1	< 0.1%

fire_name
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	7576
Distinct (%)	93.2%
Missing	10759
Missing (%)	57.0%
Memory size	147.6 KiB

GRASS FIRE	72
STATE	21
LOCAL	11
LOCAL FIRE	9
SPRING	8
Other values (7571)	8008

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
GRASS FIRE	72	0.4%
STATE	21	0.1%
LOCAL	11	0.1%
LOCAL FIRE	9	< 0.1%
SPRING	8	< 0.1%
UNKNOWN	8	< 0.1%
RIVER	8	< 0.1%
BRUSH FIRE	7	< 0.1%
POWERLINE	6	< 0.1%
TRASH FIRE	6	< 0.1%
Other values (7566)	7973	42.2%
(Missing)	10759	57.0%

Frequencies of value counts

Unique

Unique	7257 ?
Unique (%)	89.3%

Histogram of lengths of the category

Length

Max length	50
Median length	3
Mean length	7.106628547
Min length	1

fire_size
Real number (ℝ_≥0)

Distinct	290
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.560448462
Minimum	0.51
Maximum	3.49
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	0.51
5-th percentile	0.75
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	3.49
Range	2.98
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7415684499
Coefficient of variation (CV)	0.4752277746
Kurtosis	-0.6079638547
Mean	1.560448462
Median Absolute Deviation (MAD)	0.3
Skewness	0.8072540908
Sum	29473.75055
Variance	0.5499237659
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	7767	41.1%
2	3728	19.7%
3	2182	11.6%
1.5	884	4.7%
2.5	370	2.0%
0.8	289	1.5%
0.75	244	1.3%
0.6	228	1.2%
0.7	212	1.1%
1.2	138	0.7%
Other values (280)	2846	15.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.51	13	0.1%
0.52	14	0.1%
0.53	15	0.1%
0.54	19	0.1%
0.55	21	0.1%

Value	Count	Frequency (%)
3.49	3	< 0.1%
3.48	2	< 0.1%
3.4716	1	< 0.1%
3.47	2	< 0.1%
3.46	3	< 0.1%

fire_size_class
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	147.6 KiB

B	18888

Frequencies
Length

Value	Count	Frequency (%)
B	18888	100.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

latitude
Real number (ℝ_≥0)

Distinct	17491
Distinct (%)	92.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	35.81479156
Minimum	17.969381
Maximum	67.1329
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	17.969381
5-th percentile	29.00049
Q1	32.26363516
median	34.4231105
Q3	39.18972227
95-th percentile	46.649043
Maximum	67.1329
Range	49.163519
Interquartile range (IQR)	6.92608711

Descriptive statistics

Standard deviation	5.826988766
Coefficient of variation (CV)	0.1626978271
Kurtosis	1.880657838
Mean	35.81479156
Median Absolute Deviation (MAD)	2.8387105
Skewness	0.5051891871
Sum	676469.783
Variance	33.95379807
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47.8666	11	0.1%
33.3501	10	0.1%
18.403494	9	< 0.1%
35.2833	9	< 0.1%
18.305115	8	< 0.1%
33.3353	7	< 0.1%
35.3	7	< 0.1%
18.471178	7	< 0.1%
35.8333	7	< 0.1%
18.374128	7	< 0.1%
Other values (17481)	18806	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17.969381	4	< 0.1%
17.969784	1	< 0.1%
17.98027778	1	< 0.1%
17.991743	2	< 0.1%
17.992016	2	< 0.1%

Value	Count	Frequency (%)
67.1329	1	< 0.1%
67.0222	1	< 0.1%
66.9	1	< 0.1%
66.8333	1	< 0.1%
66.7303	1	< 0.1%

longitude
Real number (ℝ)

HIGH CORRELATION

Distinct	17908
Distinct (%)	94.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-92.75908034
Minimum	-165.1167
Maximum	-65.417709
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	-165.1167
5-th percentile	-120.8938889
Q1	-98.35386389
median	-89.95781234
Q3	-82.180825
95-th percentile	-74.1612455
Maximum	-65.417709
Range	99.698991
Interquartile range (IQR)	16.17303889

Descriptive statistics

Standard deviation	14.25110505
Coefficient of variation (CV)	-0.1536356871
Kurtosis	0.9485488137
Mean	-92.75908034
Median Absolute Deviation (MAD)	8.048475
Skewness	-0.925160463
Sum	-1752033.51
Variance	203.0939951
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-110.4573	11	0.1%
-67.081078	9	< 0.1%
-110.4673	8	< 0.1%
-110.4507	8	< 0.1%
-67.23027	8	< 0.1%
-79.55	7	< 0.1%
-66.667595	7	< 0.1%
-67.157776	7	< 0.1%
-110.434	7	< 0.1%
-67.075279	7	< 0.1%
Other values (17898)	18809	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-165.1167	1	< 0.1%
-162.5667	1	< 0.1%
-161.068	1	< 0.1%
-161.0167	1	< 0.1%
-160.12	1	< 0.1%

Value	Count	Frequency (%)
-65.417709	3	< 0.1%
-65.627907	1	< 0.1%
-65.806427	1	< 0.1%
-65.827446	1	< 0.1%
-66.026398	1	< 0.1%

state
Categorical

HIGH CARDINALITY

Distinct	51
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	147.6 KiB

TX	2855
GA	1832
CA	1530
MS	1170
NC	1010
Other values (46)	10491

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
TX	2855	15.1%
GA	1832	9.7%
CA	1530	8.1%
MS	1170	6.2%
NC	1010	5.3%
NY	980	5.2%
SC	869	4.6%
FL	822	4.4%
AL	678	3.6%
AR	567	3.0%
Other values (41)	6575	34.8%

Frequencies of value counts

Unique

Unique	1 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	2
Median length	2
Mean length	2
Min length	2

disc_clean_date
Date

Distinct	6624
Distinct (%)	35.1%
Missing	0
Missing (%)	0.0%
Memory size	147.6 KiB

Minimum	1992-01-01 00:00:00
Maximum	2015-12-24 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

discovery_month
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	147.6 KiB

Apr	2802
Mar	2606
Jul	1781
Aug	1701
Feb	1662
Other values (7)	8336

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Apr	2802	14.8%
Mar	2606	13.8%
Jul	1781	9.4%
Aug	1701	9.0%
Feb	1662	8.8%
May	1639	8.7%
Jun	1453	7.7%
Sep	1204	6.4%
Jan	1199	6.3%
Oct	1185	6.3%
Other values (2)	1656	8.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	3
Min length	3

disc_date_pre
Categorical

HIGH CARDINALITY

Distinct	6624
Distinct (%)	35.1%
Missing	0
Missing (%)	0.0%
Memory size	147.6 KiB

1/11/2008	22
3/18/2005	20
3/31/2006	18
1/16/2006	18
1/20/2011	17
Other values (6619)	18793

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
1/11/2008	22	0.1%
3/18/2005	20	0.1%
3/31/2006	18	0.1%
1/16/2006	18	0.1%
1/20/2011	17	0.1%
3/16/2009	17	0.1%
3/17/2005	16	0.1%
3/20/2008	16	0.1%
3/18/2008	16	0.1%
3/19/2009	16	0.1%
Other values (6614)	18712	99.1%

Frequencies of value counts

Unique

Unique	2158 ?
Unique (%)	11.4%

Histogram of lengths of the category

Length

Max length	10
Median length	9
Mean length	8.84540449
Min length	8

disc_pre_year
Real number (ℝ_≥0)

Distinct	25
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2004.992694
Minimum	1991
Maximum	2015
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	1991
5-th percentile	1993
Q1	2000
median	2006
Q3	2010
95-th percentile	2014
Maximum	2015
Range	24
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	6.408678461
Coefficient of variation (CV)	0.003196360007
Kurtosis	-0.8740780879
Mean	2004.992694
Median Absolute Deviation (MAD)	5
Skewness	-0.3722442741
Sum	37870302
Variance	41.07115962
Monotocity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2006	1303	6.9%
2007	1222	6.5%
2005	1210	6.4%
2011	1191	6.3%
2008	1156	6.1%
2010	1053	5.6%
2009	929	4.9%
2012	892	4.7%
2000	794	4.2%
2014	789	4.2%
Other values (15)	8349	44.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1991	32	0.2%
1992	481	2.5%
1993	505	2.7%
1994	547	2.9%
1995	580	3.1%

Value	Count	Frequency (%)
2015	761	4.0%
2014	789	4.2%
2013	776	4.1%
2012	892	4.7%
2011	1191	6.3%

disc_pre_month
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	147.6 KiB

Mar	2899
Feb	2424
Jan	1801
Jun	1734
Jul	1704
Other values (7)	8326

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Mar	2899	15.3%
Feb	2424	12.8%
Jan	1801	9.5%
Jun	1734	9.2%
Jul	1704	9.0%
Apr	1598	8.5%
May	1494	7.9%
Aug	1248	6.6%
Dec	1181	6.3%
Sep	1145	6.1%
Other values (2)	1660	8.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	3
Min length	3

wstation_usaf
Categorical

HIGH CARDINALITY

Distinct	1545
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Memory size	147.6 KiB

999999	644
722348	351
785140	272
722170	197
723200	177
Other values (1540)	17247

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
999999	644	3.4%
722348	351	1.9%
785140	272	1.4%
722170	197	1.0%
723200	177	0.9%
723235	168	0.9%
725180	144	0.8%
727550	139	0.7%
722470	136	0.7%
722340	134	0.7%
Other values (1535)	16526	87.5%

Frequencies of value counts

Unique

Unique	299 ?
Unique (%)	1.6%

Histogram of lengths of the category

Length

Max length	6
Median length	6
Mean length	6
Min length	6

dstation_m
Real number (ℝ_≥0)

Distinct	18608
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	36488.62981
Minimum	128.5288825
Maximum	197000.4751
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	128.5288825
5-th percentile	7156.906541
Q1	18573.65573
median	31630.11727
Q3	48850.01344
95-th percentile	83540.5629
Maximum	197000.4751
Range	196871.9462
Interquartile range (IQR)	30276.35771

Descriptive statistics

Standard deviation	24007.80129
Coefficient of variation (CV)	0.6579529409
Kurtosis	1.897884587
Mean	36488.62981
Median Absolute Deviation (MAD)	14595.79779
Skewness	1.196643586
Sum	689197239.9
Variance	576374523
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11620.93756	9	< 0.1%
23880.95406	8	< 0.1%
4248.523517	7	< 0.1%
14838.94444	7	< 0.1%
73111.34427	7	< 0.1%
56062.32434	6	< 0.1%
19052.14045	5	< 0.1%
94055.44221	5	< 0.1%
13555.35033	5	< 0.1%
18683.42691	5	< 0.1%
Other values (18598)	18824	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
128.5288825	1	< 0.1%
143.0836759	1	< 0.1%
402.0207299	1	< 0.1%
480.5381643	1	< 0.1%
534.759858	1	< 0.1%

Value	Count	Frequency (%)
197000.4751	1	< 0.1%
184797.3498	1	< 0.1%
179167.5924	1	< 0.1%
176462.1699	1	< 0.1%
174414.0738	1	< 0.1%

wstation_wban
Real number (ℝ_≥0)

Distinct	1189
Distinct (%)	6.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	59369.41354
Minimum	100
Maximum	99999
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	100
5-th percentile	3717.7
Q1	13894
median	63882
Q3	99999
95-th percentile	99999
Maximum	99999
Range	99899
Interquartile range (IQR)	86105

Descriptive statistics

Standard deviation	41151.49112
Coefficient of variation (CV)	0.6931429614
Kurtosis	-1.7537716
Mean	59369.41354
Median Absolute Deviation (MAD)	36117
Skewness	-0.2332263753
Sum	1121369483
Variance	1693445221
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99999	7352	38.9%
53808	303	1.6%
11603	272	1.4%
3813	197	1.0%
3901	179	0.9%
13896	168	0.9%
14735	144	0.8%
13865	134	0.7%
14958	125	0.7%
13978	120	0.6%
Other values (1179)	9894	52.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
100	4	< 0.1%
120	2	< 0.1%
122	4	< 0.1%
127	10	0.1%
128	5	< 0.1%

Value	Count	Frequency (%)
99999	7352	38.9%
96402	1	< 0.1%
94999	5	< 0.1%
94997	4	< 0.1%
94994	4	< 0.1%

wstation_byear
Real number (ℝ_≥0)

Distinct	78
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1981.232264
Minimum	1931
Maximum	2014
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	1931
5-th percentile	1942
Q1	1973
median	1983
Q3	2006
95-th percentile	2008
Maximum	2014
Range	83
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	23.8479814
Coefficient of variation (CV)	0.01203694379
Kurtosis	-1.107937111
Mean	1981.232264
Median Absolute Deviation (MAD)	22
Skewness	-0.4810906114
Sum	37421515
Variance	568.7262169
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1973	3915	20.7%
2006	3839	20.3%
1942	1181	6.3%
2005	786	4.2%
1990	630	3.3%
1945	554	2.9%
1941	534	2.8%
1943	454	2.4%
1977	444	2.4%
1999	400	2.1%
Other values (68)	6151	32.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1931	5	< 0.1%
1932	2	< 0.1%
1933	16	0.1%
1935	95	0.5%
1936	41	0.2%

Value	Count	Frequency (%)
2014	5	< 0.1%
2013	40	0.2%
2012	64	0.3%
2011	148	0.8%
2010	231	1.2%

wstation_eyear
Real number (ℝ_≥0)

Distinct	28
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2016.415131
Minimum	1993
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	1993
5-th percentile	2005
Q1	2016
median	2020
Q3	2020
95-th percentile	2020
Maximum	2020
Range	27
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	6.219506883
Coefficient of variation (CV)	0.003084437717
Kurtosis	0.5342934477
Mean	2016.415131
Median Absolute Deviation (MAD)	0
Skewness	-1.439382547
Sum	38086049
Variance	38.68226587
Monotocity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
2020	12590	66.7%
2005	2249	11.9%
2010	830	4.4%
2018	770	4.1%
2019	720	3.8%
2004	381	2.0%
1999	168	0.9%
2003	163	0.9%
2009	120	0.6%
2008	110	0.6%
Other values (18)	787	4.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1993	4	< 0.1%
1994	4	< 0.1%
1995	18	0.1%
1996	61	0.3%
1997	9	< 0.1%

Value	Count	Frequency (%)
2020	12590	66.7%
2019	720	3.8%
2018	770	4.1%
2017	60	0.3%
2016	92	0.5%

fire_mag
Boolean

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	147.6 KiB

0.1	18888

Common Values
Chart

Value	Count	Frequency (%)
0.1	18888	100.0%

weather_file
Categorical

HIGH CARDINALITY

Distinct	7513
Distinct (%)	39.8%
Missing	0
Missing (%)	0.0%
Memory size	147.6 KiB

999999-94943-2005.gz	102
999999-94060-2011.gz	94
999999-54828-2006.gz	72
785140-99999-2005.gz	61
999999-54918-2013.gz	61
Other values (7508)	18498

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
999999-94943-2005.gz	102	0.5%
999999-94060-2011.gz	94	0.5%
999999-54828-2006.gz	72	0.4%
785140-99999-2005.gz	61	0.3%
999999-54918-2013.gz	61	0.3%
999999-73801-2012.gz	59	0.3%
999999-63896-2007.gz	58	0.3%
999999-53927-2015.gz	50	0.3%
785140-11603-2006.gz	47	0.2%
999999-63898-2008.gz	39	0.2%
Other values (7503)	18245	96.6%

Frequencies of value counts

Unique

Unique	3848 ?
Unique (%)	20.4%

Histogram of lengths of the category

Length

Max length	20
Median length	20
Mean length	20
Min length	20

Temp_pre_30
Real number (ℝ)

HIGH CORRELATION

Distinct	18129
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	15.36999162
Minimum	-49.21052632
Maximum	46.6
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	-49.21052632
5-th percentile	1.466425627
Q1	8.664419461
median	15.17630074
Q3	22.99416399
95-th percentile	28.26753237
Maximum	46.6
Range	95.81052632
Interquartile range (IQR)	14.32974452

Descriptive statistics

Standard deviation	8.711087557
Coefficient of variation (CV)	0.5667594215
Kurtosis	-0.4842156007
Mean	15.36999162
Median Absolute Deviation (MAD)	7.13159823
Skewness	-0.1778253601
Sum	290308.4017
Variance	75.88304643
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.4552794	55	0.3%
22	8	< 0.1%
1	7	< 0.1%
24.54446461	6	< 0.1%
13	6	< 0.1%
21	5	< 0.1%
8.85377193	5	< 0.1%
25	5	< 0.1%
-9.560578704	5	< 0.1%
15.71855167	5	< 0.1%
Other values (18119)	18781	99.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-49.21052632	2	< 0.1%
-18.8	1	< 0.1%
-14.6	1	< 0.1%
-14.16082317	1	< 0.1%
-13.73101412	1	< 0.1%

Value	Count	Frequency (%)
46.6	1	< 0.1%
41.67781955	1	< 0.1%
40	1	< 0.1%
37.05099778	1	< 0.1%
37	1	< 0.1%

Temp_pre_15
Real number (ℝ)

HIGH CORRELATION

Distinct	17379
Distinct (%)	92.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	16.10246535
Minimum	-37
Maximum	51.56779661
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	-37
5-th percentile	2.679643511
Q1	9.77149066
median	16.18845909
Q3	23.14290875
95-th percentile	28.66981802
Maximum	51.56779661
Range	88.56779661
Interquartile range (IQR)	13.37141809

Descriptive statistics

Standard deviation	8.314156088
Coefficient of variation (CV)	0.5163281466
Kurtosis	-0.6078519181
Mean	16.10246535
Median Absolute Deviation (MAD)	6.681858667
Skewness	-0.1443350873
Sum	304143.3655
Variance	69.12519146
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16.18845909	786	4.2%
1	6	< 0.1%
25.16785714	6	< 0.1%
16.54180672	5	< 0.1%
11.35497186	5	< 0.1%
-7.751712963	5	< 0.1%
17	5	< 0.1%
13	5	< 0.1%
24.63681592	4	< 0.1%
9	4	< 0.1%
Other values (17369)	18057	95.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-37	1	< 0.1%
-18.8	1	< 0.1%
-17.36883538	1	< 0.1%
-16.93209076	1	< 0.1%
-13.85883306	2	< 0.1%

Value	Count	Frequency (%)
51.56779661	1	< 0.1%
46	1	< 0.1%
40	1	< 0.1%
38.03043478	1	< 0.1%
37.85858586	1	< 0.1%

Temp_pre_7
Real number (ℝ)

HIGH CORRELATION

Distinct	16861
Distinct (%)	89.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	16.52110675
Minimum	-19.57113095
Maximum	52.01449275
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	-19.57113095
5-th percentile	3.144484602
Q1	10.34668207
median	16.61028145
Q3	23.32747702
95-th percentile	29.07407949
Maximum	52.01449275
Range	71.5856237
Interquartile range (IQR)	12.98079495

Descriptive statistics

Standard deviation	8.203914159
Coefficient of variation (CV)	0.4965717057
Kurtosis	-0.5805156097
Mean	16.52110675
Median Absolute Deviation (MAD)	6.496664452
Skewness	-0.1623049781
Sum	312050.6643
Variance	67.30420753
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16.61028145	1114	5.9%
25.203125	6	< 0.1%
1	6	< 0.1%
18	5	< 0.1%
-3.905704365	5	< 0.1%
12	5	< 0.1%
16.89358586	5	< 0.1%
24	5	< 0.1%
23.8	5	< 0.1%
26.5	5	< 0.1%
Other values (16851)	17727	93.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-19.57113095	1	< 0.1%
-18.078	1	< 0.1%
-16.45995037	2	< 0.1%
-15.92083333	1	< 0.1%
-15.28992556	1	< 0.1%

Value	Count	Frequency (%)
52.01449275	1	< 0.1%
50.5	1	< 0.1%
40	1	< 0.1%
38.52173913	1	< 0.1%
38.05882353	1	< 0.1%

Temp_cont
Real number (ℝ)

HIGH CORRELATION

Distinct	18243
Distinct (%)	96.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	16.50312815
Minimum	-16.72625815
Maximum	52
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	-16.72625815
5-th percentile	3.540499155
Q1	10.70561665
median	16.27466785
Q3	23.21641543
95-th percentile	28.37064247
Maximum	52
Range	68.72625815
Interquartile range (IQR)	12.51079879

Descriptive statistics

Standard deviation	7.914882523
Coefficient of variation (CV)	0.479598925
Kurtosis	-0.5480868157
Mean	16.50312815
Median Absolute Deviation (MAD)	6.16819652
Skewness	-0.1635120452
Sum	311711.0846
Variance	62.64536535
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22	7	< 0.1%
9	6	< 0.1%
1	6	< 0.1%
24	6	< 0.1%
25.58614565	6	< 0.1%
26	5	< 0.1%
29	5	< 0.1%
-7.072665344	5	< 0.1%
30	5	< 0.1%
11.18484378	5	< 0.1%
Other values (18233)	18832	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-16.72625815	1	< 0.1%
-15.46325835	1	< 0.1%
-15.17019831	1	< 0.1%
-14.01795347	1	< 0.1%
-13.55364608	1	< 0.1%

Value	Count	Frequency (%)
52	1	< 0.1%
48.4200363	1	< 0.1%
39.4	1	< 0.1%
37.82857143	1	< 0.1%
37.57369073	1	< 0.1%

Wind_pre_30
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	17926
Distinct (%)	94.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.114361714
Minimum	0.025694444
Maximum	29.8
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	0.025694444
5-th percentile	1.456921603
Q1	2.31648112
median	3.0342676
Q3	3.785716758
95-th percentile	5.115455877
Maximum	29.8
Range	29.77430556
Interquartile range (IQR)	1.469235638

Descriptive statistics

Standard deviation	1.138263427
Coefficient of variation (CV)	0.3654885115
Kurtosis	16.89360534
Mean	3.114361714
Median Absolute Deviation (MAD)	0.7307539685
Skewness	1.294534269
Sum	58824.06406
Variance	1.29564363
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.156725914	223	1.2%
5.1	14	0.1%
3.1	13	0.1%
2.6	10	0.1%
3.6	9	< 0.1%
3.862659381	6	< 0.1%
2.1	6	< 0.1%
2.015899582	5	< 0.1%
2.55	5	< 0.1%
3.907237423	5	< 0.1%
Other values (17916)	18592	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.025694444	1	< 0.1%
0.23	1	< 0.1%
0.259701493	1	< 0.1%
0.273333333	1	< 0.1%
0.27826087	1	< 0.1%

Value	Count	Frequency (%)
29.8	1	< 0.1%
12.79207921	1	< 0.1%
10.78500311	1	< 0.1%
10.37078652	1	< 0.1%
9.131582569	1	< 0.1%

Wind_pre_15
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	17107
Distinct (%)	90.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.112187232
Minimum	0.017250324
Maximum	29.8
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	0.017250324
5-th percentile	1.421835953
Q1	2.302857244
median	3.08285078
Q3	3.75965812
95-th percentile	5.152247713
Maximum	29.8
Range	29.78274968
Interquartile range (IQR)	1.456800877

Descriptive statistics

Standard deviation	1.1560003
Coefficient of variation (CV)	0.3714430444
Kurtosis	16.13083126
Mean	3.112187232
Median Absolute Deviation (MAD)	0.734400775
Skewness	1.297402001
Sum	58782.99245
Variance	1.336336694
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.15515711	961	5.1%
3.1	13	0.1%
3.6	9	< 0.1%
5.1	8	< 0.1%
2.6	6	< 0.1%
3.547857143	6	< 0.1%
3.532768362	5	< 0.1%
3.35	5	< 0.1%
4.116388889	5	< 0.1%
2.029131653	5	< 0.1%
Other values (17097)	17865	94.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.017250324	1	< 0.1%
0.017334778	1	< 0.1%
0.031388889	1	< 0.1%
0.078947368	1	< 0.1%
0.204559271	1	< 0.1%

Value	Count	Frequency (%)
29.8	1	< 0.1%
14.07932011	1	< 0.1%
10.59253499	1	< 0.1%
9.929775281	1	< 0.1%
9.23631516	1	< 0.1%

Wind_pre_7
Real number (ℝ_≥0)

Distinct	16375
Distinct (%)	86.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.095403008
Minimum	0.012560386
Maximum	15.70658683
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	0.012560386
5-th percentile	1.288655303
Q1	2.249630216
median	3.083719605
Q3	3.756654705
95-th percentile	5.288194445
Maximum	15.70658683
Range	15.69402644
Interquartile range (IQR)	1.507024489

Descriptive statistics

Standard deviation	1.219495497
Coefficient of variation (CV)	0.3939698623
Kurtosis	2.052492405
Mean	3.095403008
Median Absolute Deviation (MAD)	0.764175954
Skewness	0.8043221974
Sum	58465.97202
Variance	1.487169268
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.136239891	1288	6.8%
3.1	14	0.1%
3.6	12	0.1%
2.5	8	< 0.1%
1.55	6	< 0.1%
4.025	6	< 0.1%
2.342261905	5	< 0.1%
2	5	< 0.1%
1.78969697	5	< 0.1%
4.553571429	5	< 0.1%
Other values (16365)	17534	92.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.012560386	1	< 0.1%
0.018452381	1	< 0.1%
0.033962264	1	< 0.1%
0.045070423	1	< 0.1%
0.159589041	1	< 0.1%

Value	Count	Frequency (%)
15.70658683	1	< 0.1%
12.68167331	1	< 0.1%
11.62857143	1	< 0.1%
10.75	1	< 0.1%
10.24896104	1	< 0.1%

Wind_cont
Real number (ℝ_≥0)

Distinct	18023
Distinct (%)	95.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.100929472
Minimum	0.02517857133
Maximum	20.91207996
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	0.02517857133
5-th percentile	1.442011005
Q1	2.32716157
median	3.005855469
Q3	3.754412443
95-th percentile	5.1
Maximum	20.91207996
Range	20.88690139
Interquartile range (IQR)	1.427250873

Descriptive statistics

Standard deviation	1.128792587
Coefficient of variation (CV)	0.3640174979
Kurtosis	4.589237259
Mean	3.100929472
Median Absolute Deviation (MAD)	0.7070006824
Skewness	0.8791208548
Sum	58570.35586
Variance	1.274172705
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.149374305	158	0.8%
5.1	10	0.1%
3.1	9	< 0.1%
3.6	9	< 0.1%
2.6	8	< 0.1%
7.7	7	< 0.1%
3.9	6	< 0.1%
3.434458259	6	< 0.1%
2.5	5	< 0.1%
3.15	5	< 0.1%
Other values (18013)	18665	98.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.02517857133	1	< 0.1%
0.155963303	1	< 0.1%
0.229464286	1	< 0.1%
0.260377358	1	< 0.1%
0.262121212	1	< 0.1%

Value	Count	Frequency (%)
20.91207996	1	< 0.1%
14.19266205	1	< 0.1%
9.828070175	1	< 0.1%
9.625	1	< 0.1%
9.065248227	1	< 0.1%

Hum_pre_30
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	17575
Distinct (%)	93.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	62.9509766
Minimum	6
Maximum	96
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	6
5-th percentile	38.190102
Q1	58.6751488
median	64.97227556
Q3	70.75416706
95-th percentile	77.66352277
Maximum	96
Range	90
Interquartile range (IQR)	12.07901826

Descriptive statistics

Standard deviation	11.9220832
Coefficient of variation (CV)	0.189386787
Kurtosis	2.163403178
Mean	62.9509766
Median Absolute Deviation (MAD)	5.96835176
Skewness	-1.270936946
Sum	1189018.046
Variance	142.1360678
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62.18333945	626	3.3%
52	7	< 0.1%
74.61313869	6	< 0.1%
67	6	< 0.1%
88	5	< 0.1%
61	5	< 0.1%
66	5	< 0.1%
60.77708703	5	< 0.1%
72.39124227	4	< 0.1%
64.21649485	4	< 0.1%
Other values (17565)	18215	96.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	< 0.1%
9.351165981	1	< 0.1%
11	3	< 0.1%
11.93931034	1	< 0.1%
12	3	< 0.1%

Value	Count	Frequency (%)
96	1	< 0.1%
94	4	< 0.1%
93.91666667	1	< 0.1%
92.14285714	1	< 0.1%
92.08163265	1	< 0.1%

Hum_pre_15
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	16813
Distinct (%)	89.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	61.77658821
Minimum	6
Maximum	94
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	6
5-th percentile	37.01955612
Q1	57.19107047
median	63.14755136
Q3	69.80668673
95-th percentile	77.58491068
Maximum	94
Range	88
Interquartile range (IQR)	12.61561626

Descriptive statistics

Standard deviation	12.09754933
Coefficient of variation (CV)	0.1958274111
Kurtosis	1.902839272
Mean	61.77658821
Median Absolute Deviation (MAD)	6.3858683
Skewness	-1.140958106
Sum	1166836.198
Variance	146.3506999
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60.97720575	1353	7.2%
68	6	< 0.1%
75.2437276	6	< 0.1%
61	5	< 0.1%
51.9752381	5	< 0.1%
58	5	< 0.1%
62.43551797	4	< 0.1%
64	4	< 0.1%
62.96666667	4	< 0.1%
69	4	< 0.1%
Other values (16803)	17492	92.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	< 0.1%
6.4	1	< 0.1%
7.547945205	1	< 0.1%
8.452777778	1	< 0.1%
10.99152542	1	< 0.1%

Value	Count	Frequency (%)
94	3	< 0.1%
93.75	1	< 0.1%
93.45454545	1	< 0.1%
93.14285714	1	< 0.1%
93	1	< 0.1%

Hum_pre_7
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	16187
Distinct (%)	85.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	60.63436986
Minimum	5.976608187
Maximum	95.24
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	5.976608187
5-th percentile	35.67166723
Q1	55.00595238
median	61.35696339
Q3	69.21666845
95-th percentile	78.07054508
Maximum	95.24
Range	89.26339181
Interquartile range (IQR)	14.21071607

Descriptive statistics

Standard deviation	12.68578564
Coefficient of variation (CV)	0.2092177369
Kurtosis	1.308905996
Mean	60.63436986
Median Absolute Deviation (MAD)	7.307039075
Skewness	-0.9193486946
Sum	1145261.978
Variance	160.9291574
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59.81104416	1669	8.8%
70	12	0.1%
49	6	< 0.1%
69	6	< 0.1%
74.9921875	6	< 0.1%
41	6	< 0.1%
48	6	< 0.1%
78	5	< 0.1%
61	5	< 0.1%
59.5	5	< 0.1%
Other values (16177)	17162	90.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.976608187	1	< 0.1%
6	1	< 0.1%
6.4	1	< 0.1%
8.146814404	1	< 0.1%
8.883333333	1	< 0.1%

Value	Count	Frequency (%)
95.24	1	< 0.1%
94	5	< 0.1%
93.51351351	1	< 0.1%
92.51376147	1	< 0.1%
91.52727273	1	< 0.1%

Hum_cont
Real number (ℝ_≥0)

Distinct	17674
Distinct (%)	93.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	62.27396022
Minimum	7.458333333
Maximum	94
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	7.458333333
5-th percentile	37.77288972
Q1	57.67119464
median	64.12309308
Q3	70.17274448
95-th percentile	77.67273867
Maximum	94
Range	86.54166667
Interquartile range (IQR)	12.50154984

Descriptive statistics

Standard deviation	12.0159089
Coefficient of variation (CV)	0.192952381
Kurtosis	2.059463339
Mean	62.27396022
Median Absolute Deviation (MAD)	6.185458915
Skewness	-1.210037996
Sum	1176230.561
Variance	144.3820667
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60.99052979	560	3.0%
75.52669039	6	< 0.1%
66	5	< 0.1%
65	5	< 0.1%
58.82291435	5	< 0.1%
64	5	< 0.1%
70	5	< 0.1%
61	5	< 0.1%
44	5	< 0.1%
36	4	< 0.1%
Other values (17664)	18283	96.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.458333333	1	< 0.1%
8.576923077	1	< 0.1%
9.166666667	1	< 0.1%
9.6	1	< 0.1%
9.866666667	1	< 0.1%

Value	Count	Frequency (%)
94	2	< 0.1%
93	1	< 0.1%
91.29859719	1	< 0.1%
91.27777778	1	< 0.1%
91.13333333	1	< 0.1%

Prec_pre_30
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	2141
Distinct (%)	11.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	40.95158302
Minimum	0
Maximum	13560.8
Zeros	8533
Zeros (%)	45.2%
Memory size	147.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3.3
Q3	48
95-th percentile	154.1
Maximum	13560.8
Range	13560.8
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	149.2364464
Coefficient of variation (CV)	3.644216791
Kurtosis	3672.289903
Mean	40.95158302
Median Absolute Deviation (MAD)	3.3
Skewness	45.06388425
Sum	773493.5
Variance	22271.51694
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8533	45.2%
0.3	128	0.7%
0.8	88	0.5%
0.5	83	0.4%
1	60	0.3%
1.8	57	0.3%
4.1	43	0.2%
1.3	43	0.2%
3.3	43	0.2%
3.6	36	0.2%
Other values (2131)	9774	51.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8533	45.2%
0.3	128	0.7%
0.5	83	0.4%
0.6	29	0.2%
0.8	88	0.5%

Value	Count	Frequency (%)
13560.8	1	< 0.1%
4936.7	1	< 0.1%
2839	1	< 0.1%
2797	1	< 0.1%
2527	2	< 0.1%

Prec_pre_15
Real number (ℝ_≥0)

ZEROS

Distinct	1346
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	18.13695468
Minimum	0
Maximum	2527
Zeros	9945
Zeros (%)	52.7%
Memory size	147.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	17
95-th percentile	76.8
Maximum	2527
Range	2527
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	60.97184993
Coefficient of variation (CV)	3.361746832
Kurtosis	330.8871964
Mean	18.13695468
Median Absolute Deviation (MAD)	0
Skewness	14.10509987
Sum	342570.8
Variance	3717.566484
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9945	52.7%
0.3	287	1.5%
0.5	138	0.7%
0.8	130	0.7%
1.3	105	0.6%
1	105	0.6%
0.6	79	0.4%
1.5	79	0.4%
1.8	74	0.4%
2.3	67	0.4%
Other values (1336)	7879	41.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9945	52.7%
0.3	287	1.5%
0.5	138	0.7%
0.6	79	0.4%
0.8	130	0.7%

Value	Count	Frequency (%)
2527	1	< 0.1%
1638	2	< 0.1%
1400	1	< 0.1%
1258	1	< 0.1%
1250	1	< 0.1%

Prec_pre_7
Real number (ℝ_≥0)

ZEROS

Distinct	849
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.557645066
Minimum	0
Maximum	1250
Zeros	12147
Zeros (%)	64.3%
Memory size	147.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2.8
95-th percentile	36.365
Maximum	1250
Range	1250
Interquartile range (IQR)	2.8

Descriptive statistics

Standard deviation	33.84664473
Coefficient of variation (CV)	4.478464447
Kurtosis	434.8771182
Mean	7.557645066
Median Absolute Deviation (MAD)	0
Skewness	16.95700356
Sum	142748.8
Variance	1145.59536
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12147	64.3%
0.3	478	2.5%
0.5	201	1.1%
0.8	177	0.9%
1	162	0.9%
0.6	142	0.8%
1.3	141	0.7%
1.8	109	0.6%
2	102	0.5%
1.5	90	0.5%
Other values (839)	5139	27.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12147	64.3%
0.3	478	2.5%
0.5	201	1.1%
0.6	142	0.8%
0.8	177	0.9%

Value	Count	Frequency (%)
1250	1	< 0.1%
1145	1	< 0.1%
1136	1	< 0.1%
1088	1	< 0.1%
1068	1	< 0.1%

Prec_cont
Real number (ℝ_≥0)

ZEROS

Distinct	1867
Distinct (%)	9.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	23.4877806
Minimum	0
Maximum	2126
Zeros	13469
Zeros (%)	71.3%
Memory size	147.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	7.525
95-th percentile	129.165
Maximum	2126
Range	2126
Interquartile range (IQR)	7.525

Descriptive statistics

Standard deviation	72.29766591
Coefficient of variation (CV)	3.078096953
Kurtosis	197.2194448
Mean	23.4877806
Median Absolute Deviation (MAD)	0
Skewness	10.39687794
Sum	443637.2
Variance	5226.952495
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13469	71.3%
0.3	86	0.5%
0.5	42	0.2%
0.8	35	0.2%
1	32	0.2%
1.3	24	0.1%
1.8	22	0.1%
2	17	0.1%
6.9	17	0.1%
0.6	17	0.1%
Other values (1857)	5127	27.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13469	71.3%
0.3	86	0.5%
0.5	42	0.2%
0.6	17	0.1%
0.8	35	0.2%

Value	Count	Frequency (%)
2126	1	< 0.1%
2021	1	< 0.1%
1906	1	< 0.1%
1743	1	< 0.1%
1650.6	1	< 0.1%

remoteness
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	18589
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2352705835
Minimum	0.000390296094
Maximum	0.98889249
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	0.000390296094
5-th percentile	0.06191042072
Q1	0.137699993
median	0.2072654738
Q3	0.2860982792
95-th percentile	0.5041939973
Maximum	0.98889249
Range	0.9885021939
Interquartile range (IQR)	0.1483982862

Descriptive statistics

Standard deviation	0.1346611626
Coefficient of variation (CV)	0.5723671894
Kurtosis	1.667518165
Mean	0.2352705835
Median Absolute Deviation (MAD)	0.07316297184
Skewness	1.102338867
Sum	4443.790781
Variance	0.01813362871
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0203076585	9	< 0.1%
0.02167560651	8	< 0.1%
0.01732926128	7	< 0.1%
0.02029442702	7	< 0.1%
0.02086862437	7	< 0.1%
0.01932802608	6	< 0.1%
0.02040755263	5	< 0.1%
0.02166711456	5	< 0.1%
0.4021945359	5	< 0.1%
0.0200578914	5	< 0.1%
Other values (18579)	18824	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.000390296094	1	< 0.1%
0.0005486117097	1	< 0.1%
0.00115808082	1	< 0.1%
0.00221340794	1	< 0.1%
0.003970408899	1	< 0.1%

Value	Count	Frequency (%)
0.98889249	1	< 0.1%
0.9613480023	1	< 0.1%
0.9433846104	1	< 0.1%
0.9432211902	1	< 0.1%
0.9417922698	1	< 0.1%

Cause
Categorical

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	19.1 KiB

Debris Burning	5805
Miscellaneous	3390
Arson	2851
Missing/Undefined	1545
Equipment Use	1509
Other values (8)	3788

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Debris Burning	5805	30.7%
Miscellaneous	3390	17.9%
Arson	2851	15.1%
Missing/Undefined	1545	8.2%
Equipment Use	1509	8.0%
Lightning	1482	7.8%
Children	648	3.4%
Smoking	514	2.7%
Campfire	508	2.7%
Railroad	315	1.7%
Other values (3)	321	1.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	17
Median length	13
Mean length	11.492482
Min length	5

Vegetation_4
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	18572
1	316

Common Values
Chart

Value	Count	Frequency (%)
0	18572	98.3%
1	316	1.7%

Vegetation_9
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	17614
1	1274

Common Values
Chart

Value	Count	Frequency (%)
0	17614	93.3%
1	1274	6.7%

Vegetation_12
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	12536
1	6352

Common Values
Chart

Value	Count	Frequency (%)
0	12536	66.4%
1	6352	33.6%

Vegetation_14
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	18681
1	207

Common Values
Chart

Value	Count	Frequency (%)
0	18681	98.9%
1	207	1.1%

Vegetation_15
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	15044
1	3844

Common Values
Chart

Value	Count	Frequency (%)
0	15044	79.6%
1	3844	20.4%

Vegetation_16
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	14767
1	4121

Common Values
Chart

Value	Count	Frequency (%)
0	14767	78.2%
1	4121	21.8%

Cause_Campfire
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	18380
1	508

Common Values
Chart

Value	Count	Frequency (%)
0	18380	97.3%
1	508	2.7%

Cause_Children
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	18240
1	648

Common Values
Chart

Value	Count	Frequency (%)
0	18240	96.6%
1	648	3.4%

Cause_Debris Burning
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	13083
1	5805

Common Values
Chart

Value	Count	Frequency (%)
0	13083	69.3%
1	5805	30.7%

Cause_Equipment Use
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	17379
1	1509

Common Values
Chart

Value	Count	Frequency (%)
0	17379	92.0%
1	1509	8.0%

Cause_Fireworks
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	18787
1	101

Common Values
Chart

Value	Count	Frequency (%)
0	18787	99.5%
1	101	0.5%

Cause_Lightning
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	17406
1	1482

Common Values
Chart

Value	Count	Frequency (%)
0	17406	92.2%
1	1482	7.8%

Cause_Miscellaneous
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	15498
1	3390

Common Values
Chart

Value	Count	Frequency (%)
0	15498	82.1%
1	3390	17.9%

Cause_Missing/Undefined
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	17343
1	1545

Common Values
Chart

Value	Count	Frequency (%)
0	17343	91.8%
1	1545	8.2%

Cause_Powerline
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	18706
1	182

Common Values
Chart

Value	Count	Frequency (%)
0	18706	99.0%
1	182	1.0%

Cause_Railroad
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	18573
1	315

Common Values
Chart

Value	Count	Frequency (%)
0	18573	98.3%
1	315	1.7%

Cause_Smoking
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	18374
1	514

Common Values
Chart

Value	Count	Frequency (%)
0	18374	97.3%
1	514	2.7%

Cause_Structure
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.4 KiB

0	18850
1	38

Common Values
Chart

Value	Count	Frequency (%)
0	18850	99.8%
1	38	0.2%

Region
Real number (ℝ)

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.060673443
Minimum	-1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Memory size	147.6 KiB

Quantile statistics

Minimum	-1
5-th percentile	2
Q1	8
median	8
Q3	8
95-th percentile	9
Maximum	10
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.282649122
Coefficient of variation (CV)	0.3232905671
Kurtosis	2.206435985
Mean	7.060673443
Median Absolute Deviation (MAD)	0
Skewness	-1.750510011
Sum	133362
Variance	5.210487014
Monotocity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
8	11413	60.4%
9	2878	15.2%
5	1559	8.3%
2	786	4.2%
4	500	2.6%
3	494	2.6%
1	489	2.6%
6	415	2.2%
-1	292	1.5%
10	62	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	292	1.5%
1	489	2.6%
2	786	4.2%
3	494	2.6%
4	500	2.6%

Value	Count	Frequency (%)
10	62	0.3%
9	2878	15.2%
8	11413	60.4%
6	415	2.2%
5	1559	8.3%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	df_index	fire_name	fire_size	fire_size_class	latitude	longitude	state	disc_clean_date	discovery_month	disc_date_pre	disc_pre_year	disc_pre_month	wstation_usaf	dstation_m	wstation_wban	wstation_byear	wstation_eyear	fire_mag	weather_file	Temp_pre_30	Temp_pre_15	Temp_pre_7	Temp_cont	Wind_pre_30	Wind_pre_15	Wind_pre_7	Wind_cont	Hum_pre_30	Hum_pre_15	Hum_pre_7	Hum_cont	Prec_pre_30	Prec_pre_15	Prec_pre_7	Prec_cont	remoteness	Cause	Vegetation_12	Vegetation_15	Vegetation_16	Cause_Campfire	Cause_Debris Burning	Cause_Fireworks	Cause_Miscellaneous	Cause_Missing/Undefined	Region
0	1	NaN	3.0	B	35.038330	-87.610000	TN	2006-12-11	Dec	11/11/2006	2006	Nov	723235	32665.343270	13896	1978	2020	0.1	723235-13896-2006.gz	7.553433	7.010000	0.343529	10.448298	2.709764	2.881707	1.976471	2.122320	70.840000	65.858911	55.505882	81.682678	59.8	8.4	0.0	86.8	0.184355	Arson	0	1	0	0	0	0	0	0	8
1	3	WNA 1	1.0	B	39.641400	-119.308300	NV	2005-06-06	Jun	5/7/2005	2005	May	724880	43433.329780	23185	1942	2020	0.1	724880-23185-2005.gz	16.275967	18.996181	18.142564	17.804904	4.054982	3.398329	3.671282	3.708198	44.778429	37.140811	35.353846	39.091029	10.4	7.2	0.0	0.0	0.487447	Debris Burning	0	0	0	0	1	0	0	0	4
2	7	NaN	1.0	B	30.904720	-93.557500	TX	2005-11-12	Nov	10/13/2005	2005	Oct	722820	64017.117540	99999	1984	2020	0.1	722820-99999-2005.gz	16.851939	16.997783	20.434783	11.985560	1.331257	1.472949	1.424783	2.148857	72.899478	75.061381	77.924623	70.732911	28.4	27.5	1.2	55.4	0.241894	Campfire	1	0	0	1	0	0	0	0	8
3	8	NaN	1.0	B	35.900310	-92.061180	AR	2007-08-08	Aug	7/9/2007	2007	Jul	723448	42133.151870	53934	1973	2020	0.1	723448-53934-2007.gz	26.655241	27.264870	28.968064	28.682688	1.768074	1.705297	1.827944	2.103090	68.319022	67.575419	65.077844	60.196858	6.6	3.3	0.0	46.4	0.224629	Arson	0	1	0	0	0	0	0	0	8
4	9	CRAZY	1.0	B	48.839400	-99.718500	ND	2004-04-19	Apr	3/20/2004	2004	Mar	727675	129109.881400	99999	1936	2020	0.1	727675-99999-2004.gz	4.600950	6.861878	6.053333	5.838721	6.380760	6.334254	6.645333	6.453449	64.606509	55.943038	54.337838	58.295795	12.3	1.8	0.0	0.0	0.291683	Miscellaneous	0	1	0	0	0	0	1	0	1
5	13	NaN	1.0	B	31.767380	-93.146870	LA	2014-07-06	Jul	6/6/2014	2014	Jun	722319	5852.660168	99999	1942	2020	0.1	722319-53943-2014.gz	26.384493	26.068167	26.519048	26.927303	1.771639	1.629743	2.019048	1.382182	79.940012	79.942122	67.630952	76.706792	62.8	4.3	0.0	56.2	0.237431	Fireworks	1	0	0	0	0	1	0	0	8
6	15	ROLSTON	1.0	B	33.988609	-103.135277	NM	1996-02-12	Feb	1/13/1996	1996	Jan	722686	46845.655190	99999	1973	2010	0.1	722686-23008-1996.gz	3.523045	2.536364	8.913095	8.396810	6.245931	6.014404	5.798795	6.062726	38.712707	45.180055	40.493976	33.537604	10.0	8.0	0.0	0.0	0.330323	Missing/Undefined	0	0	1	0	0	0	0	1	4
7	18	NaN	1.0	B	35.738480	-79.496950	NC	2007-02-22	Feb	1/23/2007	2007	Jan	723174	34279.811580	93783	2006	2020	0.1	723174-93783-2007.gz	2.207439	2.713568	2.774556	9.931643	2.968098	3.186935	3.505917	3.007524	51.069737	46.708791	48.402367	54.836454	49.0	39.9	0.0	90.2	0.111343	Missing/Undefined	0	1	0	0	0	0	0	1	8
8	26	STO3573155	2.0	B	35.718900	-92.335000	AR	2014-01-19	Jan	12/20/2013	2013	Dec	720401	16806.879140	99999	2007	2020	0.1	720401-00133-2013.gz	3.490698	16.188459	16.610281	12.096479	1.347442	3.155157	3.136240	2.546280	76.091398	60.977206	59.811044	65.626549	0.0	0.0	0.0	0.0	0.227270	Debris Burning	0	1	0	0	1	0	0	0	8
9	27	NaN	1.5	B	33.937500	-81.304167	SC	1995-04-01	Apr	3/2/1995	1995	Mar	723100	17218.335290	13883	1973	2020	0.1	723100-13883-1995.gz	14.403194	16.880556	15.444643	15.576131	2.856944	3.209444	2.479167	2.848519	60.919444	54.716667	55.315476	56.983862	133.0	0.0	0.0	0.0	0.128446	Missing/Undefined	0	0	1	0	0	0	0	1	8

Last rows

	df_index	fire_name	fire_size	fire_size_class	latitude	longitude	state	disc_clean_date	discovery_month	disc_date_pre	disc_pre_year	disc_pre_month	wstation_usaf	dstation_m	wstation_wban	wstation_byear	wstation_eyear	fire_mag	weather_file	Temp_pre_30	Temp_pre_15	Temp_pre_7	Temp_cont	Wind_pre_30	Wind_pre_15	Wind_pre_7	Wind_cont	Hum_pre_30	Hum_pre_15	Hum_pre_7	Hum_cont	Prec_pre_30	Prec_pre_15	Prec_pre_7	Prec_cont	remoteness	Cause	Vegetation_12	Vegetation_15	Vegetation_16	Cause_Children	Cause_Debris Burning	Cause_Equipment Use	Cause_Miscellaneous	Cause_Smoking	Region
18878	49974	WAL HOLLOW	0.6	B	35.583300	-80.716700	NC	2002-04-30	Apr	3/31/2002	2002	Mar	723156	19547.454720	99999	2001	2005	0.1	723156-99999-2002.gz	17.004202	17.200445	17.109091	17.655054	2.907353	2.920045	2.931136	2.522522	58.130526	56.329621	56.052273	64.620827	0.0	0.0	0.0	0.0	0.122202	Debris Burning	0	1	0	0	1	0	0	0	8
18879	49976	NaN	1.0	B	32.517060	-80.959630	SC	2006-03-24	Mar	2/22/2006	2006	Feb	722085	23112.292170	93831	2005	2020	0.1	722085-93831-2006.gz	14.086951	15.290551	12.510929	18.004465	3.151802	3.093176	2.721311	3.187517	66.197279	66.978610	65.270718	66.028846	23.9	0.0	0.0	35.9	0.126367	Miscellaneous	1	0	0	0	0	0	1	0	8
18880	49980	PETERSON LEASE	1.0	B	33.301670	-98.537193	TX	2010-05-28	May	4/28/2010	2010	Apr	720318	21322.441970	99999	2006	2020	0.1	720318-53965-2010.gz	21.504884	22.967984	24.577914	28.463197	3.363186	2.200791	1.439877	2.946283	53.206176	68.180851	67.845679	59.964219	0.8	0.0	0.0	18.3	0.286877	Equipment Use	0	0	1	0	0	1	0	0	8
18881	49985	OLD LANE (4891)	1.0	B	31.833413	-99.044562	TX	2013-07-06	Jul	6/6/2013	2013	Jun	722666	9689.494048	93943	1948	2020	0.1	722666-93943-2013.gz	27.678960	28.676664	27.099190	28.557393	3.818960	4.124649	2.735223	3.422815	50.848716	42.875351	38.218623	55.601361	0.0	0.0	0.0	0.0	0.292726	Miscellaneous	1	0	0	0	0	0	1	0	8
18882	49988	FY2014-GREENE-003	1.1	B	33.717731	-83.228058	GA	2013-12-26	Dec	11/26/2013	2013	Nov	720347	15639.545780	63877	2006	2020	0.1	720347-63877-2013.gz	8.169864	8.044944	9.942346	8.719051	1.522087	1.652341	1.673956	1.616128	73.003354	68.946667	74.368534	72.106185	0.0	0.0	0.0	0.0	0.145718	Debris Burning	0	0	1	0	1	0	0	0	8
18883	49990	RANCH	1.0	B	40.993889	-121.640000	CA	1994-08-17	Aug	7/18/1994	1994	Jul	725957	67206.648180	99999	1976	1996	0.1	725957-24215-1994.gz	21.462257	20.241675	19.712373	17.218989	1.440323	1.528095	1.429412	1.599433	38.161765	36.446667	32.016227	43.858762	0.0	0.0	0.0	0.0	0.510716	Smoking	0	1	0	0	0	0	0	1	5
18884	49991	12850 VALVERDE LOOP	1.0	B	32.801996	-96.122843	TX	2009-03-18	Mar	2/16/2009	2009	Feb	722489	16472.045670	99999	1942	2020	0.1	722489-53911-2009.gz	12.690685	13.016412	7.606711	15.626000	4.754604	4.788931	3.929866	4.716352	66.818281	74.844358	86.343750	65.370876	94.0	94.0	94.0	77.2	0.264463	Debris Burning	1	0	0	0	1	0	0	0	8
18885	49994	NaN	1.0	B	37.976100	-90.759000	MO	2014-04-17	Apr	3/18/2014	2014	Mar	724454	37591.404700	99999	2005	2020	0.1	724454-93996-2014.gz	9.162112	11.540315	12.950298	11.217575	4.241362	4.254124	5.163022	4.552836	61.657784	63.733396	58.176353	61.189177	91.6	69.4	16.0	0.0	0.211468	Miscellaneous	0	0	0	0	0	0	1	0	9
18886	49995	NE SNADPIT	1.0	B	47.270800	-95.621400	MN	2003-03-25	Mar	2/23/2003	2003	Feb	727505	37649.521650	4929	1976	2004	0.1	727505-99999-2003.gz	-9.592386	-0.404299	4.723077	-1.757869	3.537125	3.918955	4.370044	3.942041	74.901503	78.071125	76.389262	76.453963	0.0	0.0	0.0	0.0	0.253276	Children	0	1	0	1	0	0	0	0	9
18887	49999	NaN	1.5	B	29.316670	-82.133330	FL	2003-01-24	Jan	12/25/2002	2002	Dec	722055	18476.042950	99999	1990	2020	0.1	722055-99999-2002.gz	9.519149	16.188459	16.610281	14.105963	1.328298	3.155157	3.136240	2.539898	69.025057	60.977206	59.811044	63.271102	44.2	0.0	0.0	0.0	0.139237	Children	1	0	0	1	0	0	0	0	8

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows